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Julissa Giuliana Villanueva Llerena
Julissa Giuliana Villanueva Llerena
PhD in Computer Science, Institute of Mathematics and Statistics, University of São Paulo
Verified email at ime.usp.br
Title
Cited by
Cited by
Year
On using sum-product networks for multi-label classification
JV Llerena, DD Mauá
2017 Brazilian Conference on Intelligent Systems (BRACIS), 25-30, 2017
132017
Tractable inference in credal sentential decision diagrams
L Mattei, A Antonucci, DD Mauá, A Facchini, JV Llerena
International Journal of Approximate Reasoning 125, 26-48, 2020
102020
Robust analysis of map inference in selective sum-product networks
JGV Llerena, DD Mauá
International Symposium on Imprecise Probabilities: Theories and …, 2019
52019
Efficient algorithms for robustness analysis of maximum a posteriori inference in selective sum-product networks
JV Llerena, DD Mauá
International Journal of Approximate Reasoning 126, 158-180, 2020
32020
Cautious classification with data missing not at random using generative random forests
JV Llerena, DD Mauá, A Antonucci
European Conference on Symbolic and Quantitative Approaches with Uncertainty …, 2021
22021
Qualitative global sensitivity analysis for probabilistic circuits
JGV Llerena
Universidade de São Paulo, 2023
2023
Predictive uncertainty estimation for tractable deep probabilistic models
JV Llerena
Proceedings of the Twenty-Ninth International Conference on International …, 2021
2021
Efficient predictive uncertainty estimators for deep probabilistic models
JV Llerena, DD Mauá
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13740 …, 2020
2020
Global Sensitivity Analysis of MAP inference in Selective Sum-Product Networks
JV Llerena, DD Mauá
LatinX in AI Research at ICML 2019, 2019
2019
Multi-label classification based on sum-product networks
JGV Llerena
Universidade de São Paulo, 2017
2017
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